The seaside air whipped at his hair, carrying the salty tang of the ocean and the distant cries of gulls. He stood on the pier, his gaze fixed on the horizon, searching for something he couldn't name. He'd booked a trip to the coast after seeing a picture of Emily on social media. She had been his best friend, his confidant, his partner in crime during childhood. He had made a new life, and was now a stranger. He saw her, laughing with a group of friends. He went towards her. "Emily?" His voice sounded thin against the roar of the waves. She turned, her eyes narrowed in confusion. "Do I know you?" He looked back at the ocean, a cold numbness settling over him.

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion restless. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 restless stories, after denoising with neutral dialogue baselines, produces the restless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the restless vector is projected through the unembedding matrix.

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202